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neural network

7,070 papers

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Papers

Small Changes, Big Impact: How Manipulating a Few Neurons Can Drastically Alter LLM Aggression ACL 2025 SMI-Editor: Edit-based SMILES Language Model with Fragment-level Supervision ICLR 2025 SMLE: Safe Machine Learning via Embedded Overapproximation AAAI 2025 Solving Probabilistic Verification Problems of Neural Networks using Branch and Bound ICML 2025 SparX: A Sparse Cross-Layer Connection Mechanism for Hierarchical Vision Mamba and Transformer Networks AAAI 2025 SpatialSplat: Efficient Semantic 3D from Sparse Unposed Images ICCV 2025 SpatialTrackerV2: Advancing 3D Point Tracking with Explicit Camera Motion ICCV 2025 Spectral Insights into Data-Oblivious Critical Layers in Large Language Models ACL 2025 STFXNLP at SemEval-2025 Task 11 Track A: Neural Network, Schema, and Next Word Prediction-based Approaches to Perceived Emotion Detection SemEval 2025 Structured IB: Improving Information Bottleneck with Structured Feature Learning AAAI 2025 SuBiTO: Synopsis-based Training Optimization for Continuous Real-Time Neural Learning over Big Streaming Data AAAI 2025 Superpose Task-specific Features for Model Merging EMNLP 2025 Surgical Workflow Recognition and Blocking Effectiveness Detection in Laparoscopic Liver Resection with Pringle Maneuver AAAI 2025 Symbolic regression via MDLformer-guided search: from minimizing prediction error to minimizing description length ICLR 2025 Symmetry-Robust 3D Orientation Estimation ICML 2025 Synthetic Singers: A Review of Deep-Learning-based Singing Voice Synthesis Approaches IJCNLP 2025 Talent: A Tabular Analytics and Learning Toolbox JMLR 2025 The 3D-PC: a benchmark for visual perspective taking in humans and machines ICLR 2025 The Adaptive Q-Network for Recommendation Tasks with Dynamic Item Space AAAI 2025 The AI Race: Why Current Neural Network-based Architectures are a Poor Basis for Artificial General Intelligence AAAI 2025 The Art of Deception: Color Visual Illusions and Diffusion Models CVPR 2025 The Computational Complexity of Circuit Discovery for Inner Interpretability ICLR 2025 The Directionality of Optimization Trajectories in Neural Networks ICLR 2025 The impact of allocation strategies in subset learning on the expressive power of neural networks ICLR 2025 TIGER: Time-frequency Interleaved Gain Extraction and Reconstruction for Efficient Speech Separation ICLR 2025